Requirement already satisfied: altair==5.1.2 in c:\users\kietp\anaconda3\lib\site-packages (5.1.2)
Requirement already satisfied: numpy in c:\users\kietp\anaconda3\lib\site-packages (from altair==5.1.2) (1.21.5)
Requirement already satisfied: pandas>=0.25 in c:\users\kietp\anaconda3\lib\site-packages (from altair==5.1.2) (1.4.4)
Requirement already satisfied: jinja2 in c:\users\kietp\anaconda3\lib\site-packages (from altair==5.1.2) (2.11.3)
Requirement already satisfied: typing-extensions>=4.0.1 in c:\users\kietp\anaconda3\lib\site-packages (from altair==5.1.2) (4.3.0)
Requirement already satisfied: jsonschema>=3.0 in c:\users\kietp\anaconda3\lib\site-packages (from altair==5.1.2) (4.16.0)
Requirement already satisfied: toolz in c:\users\kietp\anaconda3\lib\site-packages (from altair==5.1.2) (0.11.2)
Requirement already satisfied: packaging in c:\users\kietp\anaconda3\lib\site-packages (from altair==5.1.2) (21.3)
Requirement already satisfied: attrs>=17.4.0 in c:\users\kietp\anaconda3\lib\site-packages (from jsonschema>=3.0->altair==5.1.2) (21.4.0)
Requirement already satisfied: pyrsistent!=0.17.0,!=0.17.1,!=0.17.2,>=0.14.0 in c:\users\kietp\anaconda3\lib\site-packages (from jsonschema>=3.0->altair==5.1.2) (0.18.0)
Requirement already satisfied: python-dateutil>=2.8.1 in c:\users\kietp\anaconda3\lib\site-packages (from pandas>=0.25->altair==5.1.2) (2.8.2)
Requirement already satisfied: pytz>=2020.1 in c:\users\kietp\anaconda3\lib\site-packages (from pandas>=0.25->altair==5.1.2) (2022.1)
Requirement already satisfied: MarkupSafe>=0.23 in c:\users\kietp\anaconda3\lib\site-packages (from jinja2->altair==5.1.2) (2.0.1)
Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in c:\users\kietp\anaconda3\lib\site-packages (from packaging->altair==5.1.2) (3.0.9)
Requirement already satisfied: six>=1.5 in c:\users\kietp\anaconda3\lib\site-packages (from python-dateutil>=2.8.1->pandas>=0.25->altair==5.1.2) (1.16.0)
Note: you may need to restart the kernel to use updated packages.

DataTransformerRegistry.enable('default')

	S/K	vol	delta	gamma	theta	vega
199	3.0	96.0	0.947853	0.000370	-0.042073	31.993286
199	3.0	97.0	0.947125	0.000371	-0.042983	32.347776
199	3.0	98.0	0.946414	0.000371	-0.043888	32.691999
199	3.0	99.0	0.945721	0.000371	-0.044789	33.026090
199	3.0	100.0	0.945047	0.000371	-0.045685	33.350185

	S/K	vol	delta	gamma	theta	vega
count	18200.000000	18200.000000	18200.000000	18200.000000	18200.000000	18200.000000
mean	1.505000	55.000000	0.676558	0.003267	-0.018193	19.947510
std	0.867489	26.268573	0.357902	0.004290	0.016748	15.150152
min	0.010000	10.000000	0.000000	0.000000	-0.054650	0.000000
25%	0.757500	32.000000	0.415846	0.000340	-0.032296	2.674197
50%	1.505000	55.000000	0.856314	0.001308	-0.014549	21.895996
75%	2.252500	78.000000	0.962427	0.005184	-0.001334	35.004210
max	3.000000	100.000000	1.000000	0.040290	-0.000000	39.894228